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|
#!/usr/bin/env python
"""Protoc Plugin to generate mypy stubs."""
from __future__ import annotations
import sys
from collections import defaultdict
from contextlib import contextmanager
from typing import (
Any,
Callable,
Dict,
Iterable,
Iterator,
List,
Optional,
Set,
Sequence,
Tuple,
)
import google.protobuf.descriptor_pb2 as d
from google.protobuf.compiler import plugin_pb2 as plugin_pb2
from google.protobuf.internal.containers import RepeatedCompositeFieldContainer
from google.protobuf.internal.well_known_types import WKTBASES
from . import extensions_pb2
__version__ = "3.5.0"
# SourceCodeLocation is defined by `message Location` here
# https://github.com/protocolbuffers/protobuf/blob/master/src/google/protobuf/descriptor.proto
SourceCodeLocation = List[int]
# So phabricator doesn't think mypy_protobuf.py is generated
GENERATED = "@ge" + "nerated"
HEADER = f"""
{GENERATED} by mypy-protobuf. Do not edit manually!
isort:skip_file
"""
# See https://github.com/nipunn1313/mypy-protobuf/issues/73 for details
PYTHON_RESERVED = {
"False",
"None",
"True",
"and",
"as",
"async",
"await",
"assert",
"break",
"class",
"continue",
"def",
"del",
"elif",
"else",
"except",
"finally",
"for",
"from",
"global",
"if",
"import",
"in",
"is",
"lambda",
"nonlocal",
"not",
"or",
"pass",
"raise",
"return",
"try",
"while",
"with",
"yield",
}
PROTO_ENUM_RESERVED = {
"Name",
"Value",
"keys",
"values",
"items",
}
def _mangle_global_identifier(name: str) -> str:
"""
Module level identifiers are mangled and aliased so that they can be disambiguated
from fields/enum variants with the same name within the file.
Eg:
Enum variant `Name` or message field `Name` might conflict with a top level
message or enum named `Name`, so mangle it with a global___ prefix for
internal references. Note that this doesn't affect inner enums/messages
because they get fuly qualified when referenced within a file"""
return f"global___{name}"
class Descriptors(object):
def __init__(self, request: plugin_pb2.CodeGeneratorRequest) -> None:
files = {f.name: f for f in request.proto_file}
to_generate = {n: files[n] for n in request.file_to_generate}
self.files: Dict[str, d.FileDescriptorProto] = files
self.to_generate: Dict[str, d.FileDescriptorProto] = to_generate
self.messages: Dict[str, d.DescriptorProto] = {}
self.message_to_fd: Dict[str, d.FileDescriptorProto] = {}
def _add_enums(
enums: "RepeatedCompositeFieldContainer[d.EnumDescriptorProto]",
prefix: str,
_fd: d.FileDescriptorProto,
) -> None:
for enum in enums:
self.message_to_fd[prefix + enum.name] = _fd
self.message_to_fd[prefix + enum.name + ".ValueType"] = _fd
def _add_messages(
messages: "RepeatedCompositeFieldContainer[d.DescriptorProto]",
prefix: str,
_fd: d.FileDescriptorProto,
) -> None:
for message in messages:
self.messages[prefix + message.name] = message
self.message_to_fd[prefix + message.name] = _fd
sub_prefix = prefix + message.name + "."
_add_messages(message.nested_type, sub_prefix, _fd)
_add_enums(message.enum_type, sub_prefix, _fd)
for fd in request.proto_file:
start_prefix = "." + fd.package + "." if fd.package else "."
_add_messages(fd.message_type, start_prefix, fd)
_add_enums(fd.enum_type, start_prefix, fd)
class PkgWriter(object):
"""Writes a single pyi file"""
def __init__(
self,
fd: d.FileDescriptorProto,
descriptors: Descriptors,
readable_stubs: bool,
relax_strict_optional_primitives: bool,
grpc: bool,
) -> None:
self.fd = fd
self.descriptors = descriptors
self.readable_stubs = readable_stubs
self.relax_strict_optional_primitives = relax_strict_optional_primitives
self.grpc = grpc
self.lines: List[str] = []
self.indent = ""
# Set of {x}, where {x} corresponds to to `import {x}`
self.imports: Set[str] = set()
# dictionary of x->(y,z) for `from {x} import {y} as {z}`
# if {z} is None, then it shortens to `from {x} import {y}`
self.from_imports: Dict[str, Set[Tuple[str, str | None]]] = defaultdict(set)
self.typing_extensions_min: Optional[Tuple[int, int]] = None
# Comments
self.source_code_info_by_scl = {tuple(location.path): location for location in fd.source_code_info.location}
def _import(self, path: str, name: str) -> str:
"""Imports a stdlib path and returns a handle to it
eg. self._import("typing", "Literal") -> "Literal"
"""
if path == "typing_extensions":
stabilization = {
"Literal": (3, 8),
"TypeAlias": (3, 10),
"final": (3, 8),
}
assert name in stabilization
if not self.typing_extensions_min or self.typing_extensions_min < stabilization[name]:
self.typing_extensions_min = stabilization[name]
return "typing_extensions." + name
imp = path.replace("/", ".")
if self.readable_stubs:
self.from_imports[imp].add((name, None))
return name
else:
self.imports.add(imp)
return imp + "." + name
def _import_message(self, name: str) -> str:
"""Import a referenced message and return a handle"""
message_fd = self.descriptors.message_to_fd[name]
assert message_fd.name.endswith(".proto")
# Strip off package name
if message_fd.package:
assert name.startswith("." + message_fd.package + ".")
name = name[len("." + message_fd.package + ".") :]
else:
assert name.startswith(".")
name = name[1:]
# Use prepended "_r_" to disambiguate message names that alias python reserved keywords
split = name.split(".")
for i, part in enumerate(split):
if part in PYTHON_RESERVED:
split[i] = "_r_" + part
name = ".".join(split)
# Message defined in this file. Note: GRPC stubs in same .proto are generated into separate files
if not self.grpc and message_fd.name == self.fd.name:
return name if self.readable_stubs else _mangle_global_identifier(name)
# Not in file. Must import
# Python generated code ignores proto packages, so the only relevant factor is
# whether it is in the file or not.
import_name = self._import(message_fd.name[:-6].replace("-", "_") + "_pb2", split[0])
remains = ".".join(split[1:])
if not remains:
return import_name
# remains could either be a direct import of a nested enum or message
# from another package.
return import_name + "." + remains
def _builtin(self, name: str) -> str:
return self._import("builtins", name)
@contextmanager
def _indent(self) -> Iterator[None]:
self.indent = self.indent + " "
yield
self.indent = self.indent[:-4]
def _write_line(self, line: str, *args: Any) -> None:
if args:
line = line.format(*args)
if line == "":
self.lines.append(line)
else:
self.lines.append(self.indent + line)
def _break_text(self, text_block: str) -> List[str]:
if text_block == "":
return []
return [line[1:] if line.startswith(" ") else line for line in text_block.rstrip().split("\n")]
def _has_comments(self, scl: SourceCodeLocation) -> bool:
sci_loc = self.source_code_info_by_scl.get(tuple(scl))
return sci_loc is not None and bool(sci_loc.leading_detached_comments or sci_loc.leading_comments or sci_loc.trailing_comments)
def _write_comments(self, scl: SourceCodeLocation) -> bool:
"""Return true if any comments were written"""
if not self._has_comments(scl):
return False
sci_loc = self.source_code_info_by_scl.get(tuple(scl))
assert sci_loc is not None
leading_detached_lines = []
leading_lines = []
trailing_lines = []
for leading_detached_comment in sci_loc.leading_detached_comments:
leading_detached_lines = self._break_text(leading_detached_comment)
if sci_loc.leading_comments is not None:
leading_lines = self._break_text(sci_loc.leading_comments)
# Trailing comments also go in the header - to make sure it gets into the docstring
if sci_loc.trailing_comments is not None:
trailing_lines = self._break_text(sci_loc.trailing_comments)
lines = leading_detached_lines
if leading_detached_lines and (leading_lines or trailing_lines):
lines.append("")
lines.extend(leading_lines)
lines.extend(trailing_lines)
lines = [
# Escape triple-quotes that would otherwise end the docstring early.
line.replace("\\", "\\\\").replace('"""', r"\"\"\"")
for line in lines
]
if len(lines) == 1:
line = lines[0]
if line.endswith(('"', "\\")):
# Docstrings are terminated with triple-quotes, so if the documentation itself ends in a quote,
# insert some whitespace to separate it from the closing quotes.
# This is not necessary with multiline comments
# because in that case we always insert a newline before the trailing triple-quotes.
line = line + " "
self._write_line(f'"""{line}"""')
else:
for i, line in enumerate(lines):
if i == 0:
self._write_line(f'"""{line}')
else:
self._write_line(f"{line}")
self._write_line('"""')
return True
def write_enum_values(
self,
values: Iterable[Tuple[int, d.EnumValueDescriptorProto]],
value_type: str,
scl_prefix: SourceCodeLocation,
) -> None:
for i, val in values:
if val.name in PYTHON_RESERVED:
continue
scl = scl_prefix + [i]
self._write_line(
f"{val.name}: {value_type} # {val.number}",
)
self._write_comments(scl)
def write_module_attributes(self) -> None:
wl = self._write_line
fd_type = self._import("google.protobuf.descriptor", "FileDescriptor")
wl(f"DESCRIPTOR: {fd_type}")
wl("")
def write_enums(
self,
enums: Iterable[d.EnumDescriptorProto],
prefix: str,
scl_prefix: SourceCodeLocation,
) -> None:
wl = self._write_line
for i, enum in enumerate(enums):
class_name = enum.name if enum.name not in PYTHON_RESERVED else "_r_" + enum.name
value_type_fq = prefix + class_name + ".ValueType"
enum_helper_class = "_" + enum.name
value_type_helper_fq = prefix + enum_helper_class + ".ValueType"
etw_helper_class = "_" + enum.name + "EnumTypeWrapper"
scl = scl_prefix + [i]
wl(f"class {enum_helper_class}:")
with self._indent():
wl(
'ValueType = {}("ValueType", {})',
self._import("typing", "NewType"),
self._builtin("int"),
)
# Alias to the classic shorter definition "V"
wl("V: {} = ValueType", self._import("typing_extensions", "TypeAlias"))
wl("")
wl(
"class {}({}[{}], {}):",
etw_helper_class,
self._import("google.protobuf.internal.enum_type_wrapper", "_EnumTypeWrapper"),
value_type_helper_fq,
self._builtin("type"),
)
with self._indent():
ed = self._import("google.protobuf.descriptor", "EnumDescriptor")
wl(f"DESCRIPTOR: {ed}")
self.write_enum_values(
[(i, v) for i, v in enumerate(enum.value) if v.name not in PROTO_ENUM_RESERVED],
value_type_helper_fq,
scl + [d.EnumDescriptorProto.VALUE_FIELD_NUMBER],
)
wl("")
if self._has_comments(scl):
wl(f"class {class_name}({enum_helper_class}, metaclass={etw_helper_class}):")
with self._indent():
self._write_comments(scl)
wl("")
else:
wl(f"class {class_name}({enum_helper_class}, metaclass={etw_helper_class}): ...")
if prefix == "":
wl("")
self.write_enum_values(
enumerate(enum.value),
value_type_fq,
scl + [d.EnumDescriptorProto.VALUE_FIELD_NUMBER],
)
if prefix == "" and not self.readable_stubs:
wl(f"{_mangle_global_identifier(class_name)} = {class_name}")
wl("")
def write_messages(
self,
messages: Iterable[d.DescriptorProto],
prefix: str,
scl_prefix: SourceCodeLocation,
) -> None:
wl = self._write_line
for i, desc in enumerate(messages):
qualified_name = prefix + desc.name
# Reproduce some hardcoded logic from the protobuf implementation - where
# some specific "well_known_types" generated protos to have additional
# base classes
addl_base = ""
if self.fd.package + "." + desc.name in WKTBASES:
# chop off the .proto - and import the well known type
# eg `from google.protobuf.duration import Duration`
well_known_type = WKTBASES[self.fd.package + "." + desc.name]
addl_base = ", " + self._import(
"google.protobuf.internal.well_known_types",
well_known_type.__name__,
)
class_name = desc.name if desc.name not in PYTHON_RESERVED else "_r_" + desc.name
message_class = self._import("google.protobuf.message", "Message")
wl("@{}", self._import("typing_extensions", "final"))
wl(f"class {class_name}({message_class}{addl_base}):")
with self._indent():
scl = scl_prefix + [i]
if self._write_comments(scl):
wl("")
desc_type = self._import("google.protobuf.descriptor", "Descriptor")
wl(f"DESCRIPTOR: {desc_type}")
wl("")
# Nested enums/messages
self.write_enums(
desc.enum_type,
qualified_name + ".",
scl + [d.DescriptorProto.ENUM_TYPE_FIELD_NUMBER],
)
self.write_messages(
desc.nested_type,
qualified_name + ".",
scl + [d.DescriptorProto.NESTED_TYPE_FIELD_NUMBER],
)
# integer constants for field numbers
for f in desc.field:
wl(f"{f.name.upper()}_FIELD_NUMBER: {self._builtin('int')}")
for idx, field in enumerate(desc.field):
if field.name in PYTHON_RESERVED:
continue
field_type = self.python_type(field)
if is_scalar(field) and field.label != d.FieldDescriptorProto.LABEL_REPEATED:
# Scalar non repeated fields are r/w
wl(f"{field.name}: {field_type}")
self._write_comments(scl + [d.DescriptorProto.FIELD_FIELD_NUMBER, idx])
else:
# r/o Getters for non-scalar fields and scalar-repeated fields
scl_field = scl + [d.DescriptorProto.FIELD_FIELD_NUMBER, idx]
wl("@property")
body = " ..." if not self._has_comments(scl_field) else ""
wl(f"def {field.name}(self) -> {field_type}:{body}")
if self._has_comments(scl_field):
with self._indent():
self._write_comments(scl_field)
self.write_extensions(desc.extension, scl + [d.DescriptorProto.EXTENSION_FIELD_NUMBER])
# Constructor
wl("def __init__(")
with self._indent():
if any(f.name == "self" for f in desc.field):
wl("self_, # pyright: ignore[reportSelfClsParameterName]")
else:
wl("self,")
with self._indent():
constructor_fields = [f for f in desc.field if f.name not in PYTHON_RESERVED]
if len(constructor_fields) > 0:
# Only positional args allowed
# See https://github.com/nipunn1313/mypy-protobuf/issues/71
wl("*,")
for field in constructor_fields:
field_type = self.python_type(field, generic_container=True)
if self.fd.syntax == "proto3" and is_scalar(field) and field.label != d.FieldDescriptorProto.LABEL_REPEATED and not self.relax_strict_optional_primitives and not field.proto3_optional:
wl(f"{field.name}: {field_type} = ...,")
else:
wl(f"{field.name}: {field_type} | None = ...,")
wl(") -> None: ...")
self.write_stringly_typed_fields(desc)
if prefix == "" and not self.readable_stubs:
wl("")
wl(f"{_mangle_global_identifier(class_name)} = {class_name}")
wl("")
def write_stringly_typed_fields(self, desc: d.DescriptorProto) -> None:
"""Type the stringly-typed methods as a Union[Literal, Literal ...]"""
wl = self._write_line
# HasField, ClearField, WhichOneof accepts both bytes/str
# HasField only supports singular. ClearField supports repeated as well
# In proto3, HasField only supports message fields and optional fields
# HasField always supports oneof fields
hf_fields = [f.name for f in desc.field if f.HasField("oneof_index") or (f.label != d.FieldDescriptorProto.LABEL_REPEATED and (self.fd.syntax != "proto3" or f.type == d.FieldDescriptorProto.TYPE_MESSAGE or f.proto3_optional))]
cf_fields = [f.name for f in desc.field]
wo_fields = {oneof.name: [f.name for f in desc.field if f.HasField("oneof_index") and f.oneof_index == idx] for idx, oneof in enumerate(desc.oneof_decl)}
hf_fields.extend(wo_fields.keys())
cf_fields.extend(wo_fields.keys())
hf_fields_text = ", ".join(sorted(f'"{name}", b"{name}"' for name in hf_fields))
cf_fields_text = ", ".join(sorted(f'"{name}", b"{name}"' for name in cf_fields))
if not hf_fields and not cf_fields and not wo_fields:
return
if hf_fields:
wl(
"def HasField(self, field_name: {}[{}]) -> {}: ...",
self._import("typing_extensions", "Literal"),
hf_fields_text,
self._builtin("bool"),
)
if cf_fields:
wl(
"def ClearField(self, field_name: {}[{}]) -> None: ...",
self._import("typing_extensions", "Literal"),
cf_fields_text,
)
for wo_field, members in sorted(wo_fields.items()):
if len(wo_fields) > 1:
wl("@{}", self._import("typing", "overload"))
wl(
"def WhichOneof(self, oneof_group: {}[{}]) -> {}[{}] | None: ...",
self._import("typing_extensions", "Literal"),
# Accepts both str and bytes
f'"{wo_field}", b"{wo_field}"',
self._import("typing_extensions", "Literal"),
# Returns `str`
", ".join(f'"{m}"' for m in members),
)
def write_extensions(
self,
extensions: Sequence[d.FieldDescriptorProto],
scl_prefix: SourceCodeLocation,
) -> None:
wl = self._write_line
for ext in extensions:
wl(f"{ext.name.upper()}_FIELD_NUMBER: {self._builtin('int')}")
for i, ext in enumerate(extensions):
scl = scl_prefix + [i]
wl(
"{}: {}[{}, {}]",
ext.name,
self._import(
"google.protobuf.internal.extension_dict",
"_ExtensionFieldDescriptor",
),
self._import_message(ext.extendee),
self.python_type(ext),
)
self._write_comments(scl)
def write_methods(
self,
service: d.ServiceDescriptorProto,
class_name: str,
is_abstract: bool,
scl_prefix: SourceCodeLocation,
) -> None:
wl = self._write_line
wl(
"DESCRIPTOR: {}",
self._import("google.protobuf.descriptor", "ServiceDescriptor"),
)
methods = [(i, m) for i, m in enumerate(service.method) if m.name not in PYTHON_RESERVED]
if not methods:
wl("...")
for i, method in methods:
if is_abstract:
wl("@{}", self._import("abc", "abstractmethod"))
wl(f"def {method.name}(")
with self._indent():
wl(f"inst: {class_name}, # pyright: ignore[reportSelfClsParameterName]")
wl(
"rpc_controller: {},",
self._import("google.protobuf.service", "RpcController"),
)
wl("request: {},", self._import_message(method.input_type))
wl(
"callback: {}[[{}], None] | None{},",
self._import("collections.abc", "Callable"),
self._import_message(method.output_type),
"" if is_abstract else " = ...",
)
scl_method = scl_prefix + [d.ServiceDescriptorProto.METHOD_FIELD_NUMBER, i]
wl(
") -> {}[{}]:{}",
self._import("concurrent.futures", "Future"),
self._import_message(method.output_type),
" ..." if not self._has_comments(scl_method) else "",
)
if self._has_comments(scl_method):
with self._indent():
if not self._write_comments(scl_method):
wl("...")
def write_services(
self,
services: Iterable[d.ServiceDescriptorProto],
scl_prefix: SourceCodeLocation,
) -> None:
wl = self._write_line
for i, service in enumerate(services):
scl = scl_prefix + [i]
class_name = service.name if service.name not in PYTHON_RESERVED else "_r_" + service.name
# The service definition interface
wl(
"class {}({}, metaclass={}):",
class_name,
self._import("google.protobuf.service", "Service"),
self._import("abc", "ABCMeta"),
)
with self._indent():
if self._write_comments(scl):
wl("")
self.write_methods(service, class_name, is_abstract=True, scl_prefix=scl)
wl("")
# The stub client
stub_class_name = service.name + "_Stub"
wl("class {}({}):", stub_class_name, class_name)
with self._indent():
if self._write_comments(scl):
wl("")
wl(
"def __init__(self, rpc_channel: {}) -> None: ...",
self._import("google.protobuf.service", "RpcChannel"),
)
self.write_methods(service, stub_class_name, is_abstract=False, scl_prefix=scl)
wl("")
def _import_casttype(self, casttype: str) -> str:
split = casttype.split(".")
assert len(split) == 2, "mypy_protobuf.[casttype,keytype,valuetype] is expected to be of format path/to/file.TypeInFile"
pkg = split[0].replace("/", ".")
return self._import(pkg, split[1])
def _map_key_value_types(
self,
map_field: d.FieldDescriptorProto,
key_field: d.FieldDescriptorProto,
value_field: d.FieldDescriptorProto,
) -> Tuple[str, str]:
oldstyle_keytype = map_field.options.Extensions[extensions_pb2.keytype]
if oldstyle_keytype:
print(f"Warning: Map Field {map_field.name}: (mypy_protobuf.keytype) is deprecated. Prefer (mypy_protobuf.options).keytype", file=sys.stderr)
key_casttype = map_field.options.Extensions[extensions_pb2.options].keytype or oldstyle_keytype
ktype = self._import_casttype(key_casttype) if key_casttype else self.python_type(key_field)
oldstyle_valuetype = map_field.options.Extensions[extensions_pb2.valuetype]
if oldstyle_valuetype:
print(f"Warning: Map Field {map_field.name}: (mypy_protobuf.valuetype) is deprecated. Prefer (mypy_protobuf.options).valuetype", file=sys.stderr)
value_casttype = map_field.options.Extensions[extensions_pb2.options].valuetype or map_field.options.Extensions[extensions_pb2.valuetype]
vtype = self._import_casttype(value_casttype) if value_casttype else self.python_type(value_field)
return ktype, vtype
def _callable_type(self, method: d.MethodDescriptorProto, is_async: bool = False) -> str:
module = "grpc.aio" if is_async else "grpc"
if method.client_streaming:
if method.server_streaming:
return self._import(module, "StreamStreamMultiCallable")
else:
return self._import(module, "StreamUnaryMultiCallable")
else:
if method.server_streaming:
return self._import(module, "UnaryStreamMultiCallable")
else:
return self._import(module, "UnaryUnaryMultiCallable")
def _input_type(self, method: d.MethodDescriptorProto) -> str:
result = self._import_message(method.input_type)
return result
def _servicer_input_type(self, method: d.MethodDescriptorProto) -> str:
result = self._import_message(method.input_type)
if method.client_streaming:
# See write_grpc_async_hacks().
result = f"_MaybeAsyncIterator[{result}]"
return result
def _output_type(self, method: d.MethodDescriptorProto) -> str:
result = self._import_message(method.output_type)
return result
def _servicer_output_type(self, method: d.MethodDescriptorProto) -> str:
result = self._import_message(method.output_type)
if method.server_streaming:
# Union[Iterator[Resp], AsyncIterator[Resp]] is subtyped by Iterator[Resp] and AsyncIterator[Resp].
# So both can be used in the covariant function return position.
iterator = f"{self._import('collections.abc', 'Iterator')}[{result}]"
aiterator = f"{self._import('collections.abc', 'AsyncIterator')}[{result}]"
result = f"{self._import('typing', 'Union')}[{iterator}, {aiterator}]"
else:
# Union[Resp, Awaitable[Resp]] is subtyped by Resp and Awaitable[Resp].
# So both can be used in the covariant function return position.
# Awaitable[Resp] is equivalent to async def.
awaitable = f"{self._import('collections.abc', 'Awaitable')}[{result}]"
result = f"{self._import('typing', 'Union')}[{result}, {awaitable}]"
return result
def write_grpc_async_hacks(self) -> None:
wl = self._write_line
# _MaybeAsyncIterator[Req] is supertyped by Iterator[Req] and AsyncIterator[Req].
# So both can be used in the contravariant function parameter position.
wl("_T = {}('_T')", self._import("typing", "TypeVar"))
wl("")
wl(
"class _MaybeAsyncIterator({}[_T], {}[_T], metaclass={}):",
self._import("collections.abc", "AsyncIterator"),
self._import("collections.abc", "Iterator"),
self._import("abc", "ABCMeta"),
)
with self._indent():
wl("...")
wl("")
# _ServicerContext is supertyped by grpc.ServicerContext and grpc.aio.ServicerContext
# So both can be used in the contravariant function parameter position.
wl(
"class _ServicerContext({}, {}): # type: ignore",
self._import("grpc", "ServicerContext"),
self._import("grpc.aio", "ServicerContext"),
)
with self._indent():
wl("...")
wl("")
def write_grpc_methods(self, service: d.ServiceDescriptorProto, scl_prefix: SourceCodeLocation) -> None:
wl = self._write_line
methods = [(i, m) for i, m in enumerate(service.method) if m.name not in PYTHON_RESERVED]
if not methods:
wl("...")
wl("")
for i, method in methods:
scl = scl_prefix + [d.ServiceDescriptorProto.METHOD_FIELD_NUMBER, i]
wl("@{}", self._import("abc", "abstractmethod"))
wl("def {}(", method.name)
with self._indent():
wl("self,")
input_name = "request_iterator" if method.client_streaming else "request"
input_type = self._servicer_input_type(method)
wl(f"{input_name}: {input_type},")
wl("context: _ServicerContext,")
wl(
") -> {}:{}",
self._servicer_output_type(method),
" ..." if not self._has_comments(scl) else "",
)
if self._has_comments(scl):
with self._indent():
if not self._write_comments(scl):
wl("...")
def write_grpc_stub_methods(self, service: d.ServiceDescriptorProto, scl_prefix: SourceCodeLocation, is_async: bool = False) -> None:
wl = self._write_line
methods = [(i, m) for i, m in enumerate(service.method) if m.name not in PYTHON_RESERVED]
if not methods:
wl("...")
wl("")
for i, method in methods:
scl = scl_prefix + [d.ServiceDescriptorProto.METHOD_FIELD_NUMBER, i]
wl("{}: {}[", method.name, self._callable_type(method, is_async=is_async))
with self._indent():
wl("{},", self._input_type(method))
wl("{},", self._output_type(method))
wl("]")
self._write_comments(scl)
def write_grpc_services(
self,
services: Iterable[d.ServiceDescriptorProto],
scl_prefix: SourceCodeLocation,
) -> None:
wl = self._write_line
for i, service in enumerate(services):
if service.name in PYTHON_RESERVED:
continue
scl = scl_prefix + [i]
# The stub client
wl(
"class {}Stub:",
service.name,
)
with self._indent():
if self._write_comments(scl):
wl("")
# To support casting into FooAsyncStub, allow both Channel and aio.Channel here.
channel = f"{self._import('typing', 'Union')}[{self._import('grpc', 'Channel')}, {self._import('grpc.aio', 'Channel')}]"
wl("def __init__(self, channel: {}) -> None: ...", channel)
self.write_grpc_stub_methods(service, scl)
wl("")
# The (fake) async stub client
wl(
"class {}AsyncStub:",
service.name,
)
with self._indent():
if self._write_comments(scl):
wl("")
# No __init__ since this isn't a real class (yet), and requires manual casting to work.
self.write_grpc_stub_methods(service, scl, is_async=True)
wl("")
# The service definition interface
wl(
"class {}Servicer(metaclass={}):",
service.name,
self._import("abc", "ABCMeta"),
)
with self._indent():
if self._write_comments(scl):
wl("")
self.write_grpc_methods(service, scl)
wl("")
server = self._import("grpc", "Server")
aserver = self._import("grpc.aio", "Server")
wl(
"def add_{}Servicer_to_server(servicer: {}Servicer, server: {}) -> None: ...",
service.name,
service.name,
f"{self._import('typing', 'Union')}[{server}, {aserver}]",
)
wl("")
def python_type(self, field: d.FieldDescriptorProto, generic_container: bool = False) -> str:
"""
generic_container
if set, type the field with generic interfaces. Eg.
- Iterable[int] rather than RepeatedScalarFieldContainer[int]
- Mapping[k, v] rather than MessageMap[k, v]
Can be useful for input types (eg constructor)
"""
oldstyle_casttype = field.options.Extensions[extensions_pb2.casttype]
if oldstyle_casttype:
print(f"Warning: Field {field.name}: (mypy_protobuf.casttype) is deprecated. Prefer (mypy_protobuf.options).casttype", file=sys.stderr)
casttype = field.options.Extensions[extensions_pb2.options].casttype or oldstyle_casttype
if casttype:
return self._import_casttype(casttype)
mapping: Dict[d.FieldDescriptorProto.Type.V, Callable[[], str]] = {
d.FieldDescriptorProto.TYPE_DOUBLE: lambda: self._builtin("float"),
d.FieldDescriptorProto.TYPE_FLOAT: lambda: self._builtin("float"),
d.FieldDescriptorProto.TYPE_INT64: lambda: self._builtin("int"),
d.FieldDescriptorProto.TYPE_UINT64: lambda: self._builtin("int"),
d.FieldDescriptorProto.TYPE_FIXED64: lambda: self._builtin("int"),
d.FieldDescriptorProto.TYPE_SFIXED64: lambda: self._builtin("int"),
d.FieldDescriptorProto.TYPE_SINT64: lambda: self._builtin("int"),
d.FieldDescriptorProto.TYPE_INT32: lambda: self._builtin("int"),
d.FieldDescriptorProto.TYPE_UINT32: lambda: self._builtin("int"),
d.FieldDescriptorProto.TYPE_FIXED32: lambda: self._builtin("int"),
d.FieldDescriptorProto.TYPE_SFIXED32: lambda: self._builtin("int"),
d.FieldDescriptorProto.TYPE_SINT32: lambda: self._builtin("int"),
d.FieldDescriptorProto.TYPE_BOOL: lambda: self._builtin("bool"),
d.FieldDescriptorProto.TYPE_STRING: lambda: self._builtin("str"),
d.FieldDescriptorProto.TYPE_BYTES: lambda: self._builtin("bytes"),
d.FieldDescriptorProto.TYPE_ENUM: lambda: self._import_message(field.type_name + ".ValueType"),
d.FieldDescriptorProto.TYPE_MESSAGE: lambda: self._import_message(field.type_name),
d.FieldDescriptorProto.TYPE_GROUP: lambda: self._import_message(field.type_name),
}
assert field.type in mapping, "Unrecognized type: " + repr(field.type)
field_type = mapping[field.type]()
# For non-repeated fields, we're done!
if field.label != d.FieldDescriptorProto.LABEL_REPEATED:
return field_type
# Scalar repeated fields go in RepeatedScalarFieldContainer
if is_scalar(field):
container = (
self._import("collections.abc", "Iterable")
if generic_container
else self._import(
"google.protobuf.internal.containers",
"RepeatedScalarFieldContainer",
)
)
return f"{container}[{field_type}]"
# non-scalar repeated map fields go in ScalarMap/MessageMap
msg = self.descriptors.messages[field.type_name]
if msg.options.map_entry:
# map generates a special Entry wrapper message
if generic_container:
container = self._import("collections.abc", "Mapping")
elif is_scalar(msg.field[1]):
container = self._import("google.protobuf.internal.containers", "ScalarMap")
else:
container = self._import("google.protobuf.internal.containers", "MessageMap")
ktype, vtype = self._map_key_value_types(field, msg.field[0], msg.field[1])
return f"{container}[{ktype}, {vtype}]"
# non-scalar repetated fields go in RepeatedCompositeFieldContainer
container = (
self._import("collections.abc", "Iterable")
if generic_container
else self._import(
"google.protobuf.internal.containers",
"RepeatedCompositeFieldContainer",
)
)
return f"{container}[{field_type}]"
def write(self) -> str:
# save current module content, so that imports and module docstring can be inserted
saved_lines = self.lines
self.lines = []
# module docstring may exist as comment before syntax (optional) or package name
if not self._write_comments([d.FileDescriptorProto.PACKAGE_FIELD_NUMBER]):
self._write_comments([d.FileDescriptorProto.SYNTAX_FIELD_NUMBER])
if self.lines:
assert self.lines[0].startswith('"""')
self.lines[0] = f'"""{HEADER}{self.lines[0][3:]}'
else:
self._write_line(f'"""{HEADER}"""')
for reexport_idx in self.fd.public_dependency:
reexport_file = self.fd.dependency[reexport_idx]
reexport_fd = self.descriptors.files[reexport_file]
reexport_imp = reexport_file[:-6].replace("-", "_").replace("/", ".") + "_pb2"
names = [m.name for m in reexport_fd.message_type] + [m.name for m in reexport_fd.enum_type] + [v.name for m in reexport_fd.enum_type for v in m.value] + [m.name for m in reexport_fd.extension]
if reexport_fd.options.py_generic_services:
names.extend(m.name for m in reexport_fd.service)
if names:
# n,n to force a reexport (from x import y as y)
self.from_imports[reexport_imp].update((n, n) for n in names)
if self.typing_extensions_min:
self.imports.add("sys")
for pkg in sorted(self.imports):
self._write_line(f"import {pkg}")
if self.typing_extensions_min:
self._write_line("")
self._write_line(f"if sys.version_info >= {self.typing_extensions_min}:")
self._write_line(" import typing as typing_extensions")
self._write_line("else:")
self._write_line(" import typing_extensions")
for pkg, items in sorted(self.from_imports.items()):
self._write_line(f"from {pkg} import (")
for name, reexport_name in sorted(items):
if reexport_name is None:
self._write_line(f" {name},")
else:
self._write_line(f" {name} as {reexport_name},")
self._write_line(")")
self._write_line("")
# restore module content
self.lines += saved_lines
content = "\n".join(self.lines)
if not content.endswith("\n"):
content = content + "\n"
return content
def is_scalar(fd: d.FieldDescriptorProto) -> bool:
return not (fd.type == d.FieldDescriptorProto.TYPE_MESSAGE or fd.type == d.FieldDescriptorProto.TYPE_GROUP)
def generate_mypy_stubs(
descriptors: Descriptors,
response: plugin_pb2.CodeGeneratorResponse,
quiet: bool,
readable_stubs: bool,
relax_strict_optional_primitives: bool,
) -> None:
for name, fd in descriptors.to_generate.items():
pkg_writer = PkgWriter(
fd,
descriptors,
readable_stubs,
relax_strict_optional_primitives,
grpc=False,
)
pkg_writer.write_module_attributes()
pkg_writer.write_enums(fd.enum_type, "", [d.FileDescriptorProto.ENUM_TYPE_FIELD_NUMBER])
pkg_writer.write_messages(fd.message_type, "", [d.FileDescriptorProto.MESSAGE_TYPE_FIELD_NUMBER])
pkg_writer.write_extensions(fd.extension, [d.FileDescriptorProto.EXTENSION_FIELD_NUMBER])
if fd.options.py_generic_services:
pkg_writer.write_services(fd.service, [d.FileDescriptorProto.SERVICE_FIELD_NUMBER])
assert name == fd.name
assert fd.name.endswith(".proto")
output = response.file.add()
output.name = fd.name[:-6].replace("-", "_").replace(".", "/") + "_pb2.pyi"
output.content = pkg_writer.write()
def generate_mypy_grpc_stubs(
descriptors: Descriptors,
response: plugin_pb2.CodeGeneratorResponse,
quiet: bool,
readable_stubs: bool,
relax_strict_optional_primitives: bool,
) -> None:
for name, fd in descriptors.to_generate.items():
pkg_writer = PkgWriter(
fd,
descriptors,
readable_stubs,
relax_strict_optional_primitives,
grpc=True,
)
pkg_writer.write_grpc_async_hacks()
pkg_writer.write_grpc_services(fd.service, [d.FileDescriptorProto.SERVICE_FIELD_NUMBER])
assert name == fd.name
assert fd.name.endswith(".proto")
output = response.file.add()
output.name = fd.name[:-6].replace("-", "_").replace(".", "/") + "_pb2_grpc.pyi"
output.content = pkg_writer.write()
@contextmanager
def code_generation() -> Iterator[Tuple[plugin_pb2.CodeGeneratorRequest, plugin_pb2.CodeGeneratorResponse],]:
if len(sys.argv) > 1 and sys.argv[1] in ("-V", "--version"):
print("mypy-protobuf " + __version__)
sys.exit(0)
# Read request message from stdin
data = sys.stdin.buffer.read()
# Parse request
request = plugin_pb2.CodeGeneratorRequest()
request.ParseFromString(data)
# Create response
response = plugin_pb2.CodeGeneratorResponse()
# Declare support for optional proto3 fields
response.supported_features |= plugin_pb2.CodeGeneratorResponse.FEATURE_PROTO3_OPTIONAL
yield request, response
# Serialise response message
output = response.SerializeToString()
# Write to stdout
sys.stdout.buffer.write(output)
def main() -> None:
# Generate mypy
with code_generation() as (request, response):
generate_mypy_stubs(
Descriptors(request),
response,
"quiet" in request.parameter,
"readable_stubs" in request.parameter,
"relax_strict_optional_primitives" in request.parameter,
)
def grpc() -> None:
# Generate grpc mypy
with code_generation() as (request, response):
generate_mypy_grpc_stubs(
Descriptors(request),
response,
"quiet" in request.parameter,
"readable_stubs" in request.parameter,
"relax_strict_optional_primitives" in request.parameter,
)
if __name__ == "__main__":
main()
|